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The Top 13 Deep Neural Networks Model Compression Open Source Projects

Open source projects categorized as Deep Neural Networks Model Compression
Categories > Machine Learning > Deep Neural Networks
Categories > Machine Learning > Model Compression
Knowledge Distillation Pytorch ⭐ 1,780
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
most recent commit a year ago
Neuronblocks ⭐ 1,441
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
most recent commit 9 months ago
Efficient Deep Learning ⭐ 885
Collection of recent methods on (deep) neural network compression and acceleration.
most recent commit 2 months ago
Tinyneuralnetwork ⭐ 681
TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
most recent commit 3 months ago
Model Compression Papers ⭐ 306
Papers for deep neural network compression and acceleration
most recent commit 3 years ago
Condensa ⭐ 139
Programmable Neural Network Compression
total releases 1most recent commit 2 years ago
Microexpnet ⭐ 118
MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images
most recent commit 3 years ago
Tf2 ⭐ 74
An Open Source Deep Learning Inference Engine Based on FPGA
most recent commit 4 years ago
Musco Pytorch ⭐ 55
MUSCO: MUlti-Stage COmpression of neural networks
total releases 7most recent commit 3 years ago
Auto Compression ⭐ 20
Automatic DNN compression tool with various model compression and neural architecture search techniques
most recent commit 4 months ago
Chip_neurips2021 ⭐ 9
Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).
most recent commit 2 years ago
Cpsca ⭐ 8
Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"
most recent commit a year ago
Model Compression And Acceleration ⭐ 7
Model Compression and Acceleration.
most recent commit 5 years ago
The 2 Latest Releases In Deep Neural Networks Model Compression Open Source Projects
Musco Pytorch ⭐ 55
MUSCO: MUlti-Stage COmpression of neural networks
total releases 7latest release October 18, 2020most recent commit 3 years ago
Condensa ⭐ 139
Programmable Neural Network Compression
total releases 1latest release November 07, 2019most recent commit 2 years ago
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